Dataset statistics
| Number of variables | 18 |
|---|---|
| Number of observations | 242 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 93.5 KiB |
| Average record size in memory | 395.5 B |
Variable types
| Categorical | 4 |
|---|---|
| Numeric | 14 |
Calories is highly overall correlated with Total Fat (g) and 5 other fields | High correlation |
Total Fat (g) is highly overall correlated with Calories and 4 other fields | High correlation |
Trans Fat (g) is highly overall correlated with Calories and 6 other fields | High correlation |
Sodium (mg) is highly overall correlated with Trans Fat (g) and 3 other fields | High correlation |
Total Carbohydrates (g) is highly overall correlated with Calories and 3 other fields | High correlation |
Cholesterol (mg) is highly overall correlated with Calories and 2 other fields | High correlation |
Dietary Fibre (g) is highly overall correlated with Iron (% DV) and 1 other fields | High correlation |
Sugars (g) is highly overall correlated with Calories and 2 other fields | High correlation |
Protein (g) is highly overall correlated with Calories and 5 other fields | High correlation |
Vitamin A (% DV) is highly overall correlated with Sodium (mg) and 2 other fields | High correlation |
Vitamin C (% DV) is highly overall correlated with Beverage | High correlation |
Calcium (% DV) is highly overall correlated with Total Fat (g) and 3 other fields | High correlation |
Iron (% DV) is highly overall correlated with Total Fat (g) and 1 other fields | High correlation |
Beverage_category is highly overall correlated with Beverage | High correlation |
Beverage is highly overall correlated with Dietary Fibre (g) and 2 other fields | High correlation |
Beverage_prep is highly overall correlated with Saturated Fat (g) | High correlation |
Saturated Fat (g) is highly overall correlated with Trans Fat (g) and 2 other fields | High correlation |
Calories has 4 (1.7%) zeros | Zeros |
Total Fat (g) has 21 (8.7%) zeros | Zeros |
Trans Fat (g) has 33 (13.6%) zeros | Zeros |
Sodium (mg) has 112 (46.3%) zeros | Zeros |
Total Carbohydrates (g) has 11 (4.5%) zeros | Zeros |
Cholesterol (mg) has 8 (3.3%) zeros | Zeros |
Dietary Fibre (g) has 141 (58.3%) zeros | Zeros |
Sugars (g) has 14 (5.8%) zeros | Zeros |
Protein (g) has 11 (4.5%) zeros | Zeros |
Vitamin A (% DV) has 27 (11.2%) zeros | Zeros |
Vitamin C (% DV) has 188 (77.7%) zeros | Zeros |
Calcium (% DV) has 23 (9.5%) zeros | Zeros |
Iron (% DV) has 108 (44.6%) zeros | Zeros |
Caffeine (mg) has 35 (14.5%) zeros | Zeros |
Reproduction
| Analysis started | 2023-07-03 03:55:08.904172 |
|---|---|
| Analysis finished | 2023-07-03 03:56:00.378922 |
| Duration | 51.47 seconds |
| Software version | ydata-profiling vv4.1.2 |
| Download configuration | config.json |
Beverage_category
Categorical
| Distinct | 9 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 24.2 KiB |
| Classic Espresso Drinks | |
|---|---|
| Tazo® Tea Drinks | |
| Signature Espresso Drinks | |
| Frappuccino® Blended Coffee | |
| Shaken Iced Beverages | |
| Other values (4) |
Length
| Max length | 33 |
|---|---|
| Median length | 26 |
| Mean length | 22.128099 |
| Min length | 6 |
Characters and Unicode
| Total characters | 5355 |
|---|---|
| Distinct characters | 32 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Coffee |
|---|---|
| 2nd row | Coffee |
| 3rd row | Coffee |
| 4th row | Coffee |
| 5th row | Classic Espresso Drinks |
Common Values
| Value | Count | Frequency (%) |
| Classic Espresso Drinks | 58 | |
| Tazo® Tea Drinks | 52 | |
| Signature Espresso Drinks | 40 | |
| Frappuccino® Blended Coffee | 36 | |
| Shaken Iced Beverages | 18 | 7.4% |
| Frappuccino® Blended Crème | 13 | 5.4% |
| Frappuccino® Light Blended Coffee | 12 | 5.0% |
| Smoothies | 9 | 3.7% |
| Coffee | 4 | 1.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| drinks | 150 | |
| espresso | 98 | |
| frappuccino® | 61 | |
| blended | 61 | |
| classic | 58 | 8.1% |
| tazo® | 52 | 7.3% |
| tea | 52 | 7.3% |
| coffee | 52 | 7.3% |
| signature | 40 | 5.6% |
| shaken | 18 | 2.5% |
| Other values (5) | 70 |
Most occurring characters
| Value | Count | Frequency (%) |
| s | 587 | 11.0% |
| e | 528 | 9.9% |
| 470 | 8.8% | |
| r | 380 | 7.1% |
| n | 330 | 6.2% |
| i | 330 | 6.2% |
| a | 299 | 5.6% |
| o | 281 | 5.2% |
| p | 220 | 4.1% |
| c | 198 | 3.7% |
| Other values (22) | 1732 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4060 | |
| Uppercase Letter | 712 | 13.3% |
| Space Separator | 470 | 8.8% |
| Other Symbol | 113 | 2.1% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| s | 587 | |
| e | 528 | |
| r | 380 | |
| n | 330 | |
| i | 330 | |
| a | 299 | |
| o | 281 | 6.9% |
| p | 220 | 5.4% |
| c | 198 | 4.9% |
| k | 168 | 4.1% |
| Other values (11) | 739 |
Uppercase Letter
| Value | Count | Frequency (%) |
| D | 150 | |
| C | 123 | |
| T | 104 | |
| E | 98 | |
| B | 79 | |
| S | 67 | |
| F | 61 | |
| I | 18 | 2.5% |
| L | 12 | 1.7% |
Space Separator
| Value | Count | Frequency (%) |
| 470 |
Other Symbol
| Value | Count | Frequency (%) |
| ® | 113 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 4772 | |
| Common | 583 | 10.9% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| s | 587 | |
| e | 528 | 11.1% |
| r | 380 | 8.0% |
| n | 330 | 6.9% |
| i | 330 | 6.9% |
| a | 299 | 6.3% |
| o | 281 | 5.9% |
| p | 220 | 4.6% |
| c | 198 | 4.1% |
| k | 168 | 3.5% |
| Other values (20) | 1451 |
Common
| Value | Count | Frequency (%) |
| 470 | ||
| ® | 113 | 19.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 5229 | |
| None | 126 | 2.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| s | 587 | 11.2% |
| e | 528 | 10.1% |
| 470 | 9.0% | |
| r | 380 | 7.3% |
| n | 330 | 6.3% |
| i | 330 | 6.3% |
| a | 299 | 5.7% |
| o | 281 | 5.4% |
| p | 220 | 4.2% |
| c | 198 | 3.8% |
| Other values (20) | 1606 |
None
| Value | Count | Frequency (%) |
| ® | 113 | |
| è | 13 | 10.3% |
Beverage
Categorical
| Distinct | 33 |
|---|---|
| Distinct (%) | 13.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 25.2 KiB |
| Tazo® Full-Leaf Red Tea Latte (Vanilla Rooibos) | 12 |
|---|---|
| White Chocolate Mocha (Without Whipped Cream) | 12 |
| Tazo® Full-Leaf Tea Latte | 12 |
| Tazo® Green Tea Latte | 12 |
| Tazo® Chai Tea Latte | 12 |
| Other values (28) |
Length
| Max length | 51 |
|---|---|
| Median length | 37 |
| Mean length | 27.665289 |
| Min length | 5 |
Characters and Unicode
| Total characters | 6695 |
|---|---|
| Distinct characters | 47 |
| Distinct categories | 8 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 2 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Brewed Coffee |
|---|---|
| 2nd row | Brewed Coffee |
| 3rd row | Brewed Coffee |
| 4th row | Brewed Coffee |
| 5th row | Caffè Latte |
Common Values
| Value | Count | Frequency (%) |
| Tazo® Full-Leaf Red Tea Latte (Vanilla Rooibos) | 12 | 5.0% |
| White Chocolate Mocha (Without Whipped Cream) | 12 | 5.0% |
| Tazo® Full-Leaf Tea Latte | 12 | 5.0% |
| Tazo® Green Tea Latte | 12 | 5.0% |
| Tazo® Chai Tea Latte | 12 | 5.0% |
| Coffee | 12 | 5.0% |
| Hot Chocolate (Without Whipped Cream) | 12 | 5.0% |
| Caramel Macchiato | 12 | 5.0% |
| Cappuccino | 12 | 5.0% |
| Vanilla Latte (Or Other Flavoured Latte) | 12 | 5.0% |
| Other values (23) | 122 |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| latte | 88 | 8.8% |
| without | 80 | 8.0% |
| cream | 80 | 8.0% |
| whipped | 80 | 8.0% |
| tazo® | 58 | 5.8% |
| tea | 58 | 5.8% |
| mocha | 36 | 3.6% |
| caffè | 28 | 2.8% |
| vanilla | 28 | 2.8% |
| coffee | 28 | 2.8% |
| Other values (40) | 434 |
Most occurring characters
| Value | Count | Frequency (%) |
| 756 | 11.3% | |
| a | 679 | 10.1% |
| e | 635 | 9.5% |
| t | 450 | 6.7% |
| o | 374 | 5.6% |
| i | 335 | 5.0% |
| h | 316 | 4.7% |
| C | 254 | 3.8% |
| r | 248 | 3.7% |
| p | 228 | 3.4% |
| Other values (37) | 2420 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 4583 | |
| Uppercase Letter | 1004 | 15.0% |
| Space Separator | 756 | 11.3% |
| Open Punctuation | 126 | 1.9% |
| Close Punctuation | 126 | 1.9% |
| Other Symbol | 58 | 0.9% |
| Dash Punctuation | 24 | 0.4% |
| Other Punctuation | 18 | 0.3% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| a | 679 | |
| e | 635 | |
| t | 450 | |
| o | 374 | 8.2% |
| i | 335 | 7.3% |
| h | 316 | 6.9% |
| r | 248 | 5.4% |
| p | 228 | 5.0% |
| l | 206 | 4.5% |
| c | 155 | 3.4% |
| Other values (14) | 957 |
Uppercase Letter
| Value | Count | Frequency (%) |
| C | 254 | |
| W | 190 | |
| T | 116 | |
| L | 115 | |
| M | 60 | 6.0% |
| S | 53 | 5.3% |
| F | 40 | 4.0% |
| B | 29 | 2.9% |
| V | 28 | 2.8% |
| O | 27 | 2.7% |
| Other values (7) | 92 | 9.2% |
Space Separator
| Value | Count | Frequency (%) |
| 756 |
Open Punctuation
| Value | Count | Frequency (%) |
| ( | 126 |
Close Punctuation
| Value | Count | Frequency (%) |
| ) | 126 |
Other Symbol
| Value | Count | Frequency (%) |
| ® | 58 |
Dash Punctuation
| Value | Count | Frequency (%) |
| - | 24 |
Other Punctuation
| Value | Count | Frequency (%) |
| & | 18 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 5587 | |
| Common | 1108 | 16.5% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| a | 679 | 12.2% |
| e | 635 | 11.4% |
| t | 450 | 8.1% |
| o | 374 | 6.7% |
| i | 335 | 6.0% |
| h | 316 | 5.7% |
| C | 254 | 4.5% |
| r | 248 | 4.4% |
| p | 228 | 4.1% |
| l | 206 | 3.7% |
| Other values (31) | 1862 |
Common
| Value | Count | Frequency (%) |
| 756 | ||
| ( | 126 | 11.4% |
| ) | 126 | 11.4% |
| ® | 58 | 5.2% |
| - | 24 | 2.2% |
| & | 18 | 1.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 6600 | |
| None | 95 | 1.4% |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 756 | 11.5% | |
| a | 679 | 10.3% |
| e | 635 | 9.6% |
| t | 450 | 6.8% |
| o | 374 | 5.7% |
| i | 335 | 5.1% |
| h | 316 | 4.8% |
| C | 254 | 3.8% |
| r | 248 | 3.8% |
| p | 228 | 3.5% |
| Other values (35) | 2325 |
None
| Value | Count | Frequency (%) |
| ® | 58 | |
| è | 37 |
Beverage_prep
Categorical
| Distinct | 13 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 16.0 KiB |
| Soymilk | |
|---|---|
| 2 Milk | |
| Grande Nonfat Milk | |
| Tall Nonfat Milk | |
| Venti Nonfat Milk | |
| Other values (8) |
Length
| Max length | 18 |
|---|---|
| Median length | 17 |
| Mean length | 10.210744 |
| Min length | 4 |
Characters and Unicode
| Total characters | 2471 |
|---|---|
| Distinct characters | 25 |
| Distinct categories | 4 ? |
| Distinct scripts | 2 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 2 ? |
|---|---|
| Unique (%) | 0.8% |
Sample
| 1st row | Short |
|---|---|
| 2nd row | Tall |
| 3rd row | Grande |
| 4th row | Venti |
| 5th row | Short Nonfat Milk |
Common Values
| Value | Count | Frequency (%) |
| Soymilk | 66 | |
| 2 Milk | 50 | |
| Grande Nonfat Milk | 26 | 10.7% |
| Tall Nonfat Milk | 23 | 9.5% |
| Venti Nonfat Milk | 22 | 9.1% |
| Whole Milk | 16 | 6.6% |
| Short Nonfat Milk | 12 | 5.0% |
| Tall | 7 | 2.9% |
| Grande | 7 | 2.9% |
| Venti | 7 | 2.9% |
| Other values (3) | 6 | 2.5% |
Length
Histogram of lengths of the category
| Value | Count | Frequency (%) |
| milk | 149 | |
| nonfat | 83 | |
| soymilk | 66 | |
| 2 | 50 | 10.5% |
| grande | 33 | 7.0% |
| tall | 30 | 6.3% |
| venti | 29 | 6.1% |
| whole | 16 | 3.4% |
| short | 16 | 3.4% |
| solo | 1 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 292 | |
| i | 245 | 9.9% |
| 232 | 9.4% | |
| k | 215 | 8.7% |
| o | 185 | 7.5% |
| M | 149 | 6.0% |
| a | 146 | 5.9% |
| n | 145 | 5.9% |
| t | 128 | 5.2% |
| f | 83 | 3.4% |
| Other values (15) | 651 |
Most occurring categories
| Value | Count | Frequency (%) |
| Lowercase Letter | 1765 | |
| Uppercase Letter | 424 | 17.2% |
| Space Separator | 232 | 9.4% |
| Decimal Number | 50 | 2.0% |
Most frequent character per category
Lowercase Letter
| Value | Count | Frequency (%) |
| l | 292 | |
| i | 245 | |
| k | 215 | |
| o | 185 | |
| a | 146 | |
| n | 145 | |
| t | 128 | |
| f | 83 | 4.7% |
| e | 78 | 4.4% |
| m | 66 | 3.7% |
| Other values (5) | 182 |
Uppercase Letter
| Value | Count | Frequency (%) |
| M | 149 | |
| N | 83 | |
| S | 83 | |
| G | 33 | 7.8% |
| T | 30 | 7.1% |
| V | 29 | 6.8% |
| W | 16 | 3.8% |
| D | 1 | 0.2% |
Space Separator
| Value | Count | Frequency (%) |
| 232 |
Decimal Number
| Value | Count | Frequency (%) |
| 2 | 50 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Latin | 2189 | |
| Common | 282 | 11.4% |
Most frequent character per script
Latin
| Value | Count | Frequency (%) |
| l | 292 | |
| i | 245 | |
| k | 215 | |
| o | 185 | 8.5% |
| M | 149 | 6.8% |
| a | 146 | 6.7% |
| n | 145 | 6.6% |
| t | 128 | 5.8% |
| f | 83 | 3.8% |
| N | 83 | 3.8% |
| Other values (13) | 518 |
Common
| Value | Count | Frequency (%) |
| 232 | ||
| 2 | 50 | 17.7% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 2471 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| l | 292 | |
| i | 245 | 9.9% |
| 232 | 9.4% | |
| k | 215 | 8.7% |
| o | 185 | 7.5% |
| M | 149 | 6.0% |
| a | 146 | 5.9% |
| n | 145 | 5.9% |
| t | 128 | 5.2% |
| f | 83 | 3.4% |
| Other values (15) | 651 |
Calories
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 48 |
|---|---|
| Distinct (%) | 19.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 193.8719 |
| Minimum | 0 |
|---|---|
| Maximum | 510 |
| Zeros | 4 |
| Zeros (%) | 1.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 15.5 |
| Q1 | 120 |
| median | 185 |
| Q3 | 260 |
| 95-th percentile | 370 |
| Maximum | 510 |
| Range | 510 |
| Interquartile range (IQR) | 140 |
Descriptive statistics
| Standard deviation | 102.8633 |
|---|---|
| Coefficient of variation (CV) | 0.53057355 |
| Kurtosis | -0.082196546 |
| Mean | 193.8719 |
| Median Absolute Deviation (MAD) | 75 |
| Skewness | 0.3783959 |
| Sum | 46917 |
| Variance | 10580.859 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=48)
| Value | Count | Frequency (%) |
| 150 | 11 | 4.5% |
| 190 | 11 | 4.5% |
| 180 | 11 | 4.5% |
| 120 | 10 | 4.1% |
| 100 | 10 | 4.1% |
| 130 | 10 | 4.1% |
| 200 | 10 | 4.1% |
| 240 | 9 | 3.7% |
| 110 | 9 | 3.7% |
| 170 | 9 | 3.7% |
| Other values (38) | 142 |
| Value | Count | Frequency (%) |
| 0 | 4 | |
| 3 | 1 | 0.4% |
| 4 | 1 | 0.4% |
| 5 | 4 | |
| 10 | 2 | |
| 15 | 1 | 0.4% |
| 25 | 1 | 0.4% |
| 50 | 2 | |
| 60 | 4 | |
| 70 | 3 |
| Value | Count | Frequency (%) |
| 510 | 1 | 0.4% |
| 460 | 2 | |
| 450 | 2 | |
| 430 | 1 | 0.4% |
| 420 | 1 | 0.4% |
| 400 | 1 | 0.4% |
| 390 | 2 | |
| 380 | 1 | 0.4% |
| 370 | 3 | |
| 360 | 1 | 0.4% |
Total Fat (g)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 24 |
|---|---|
| Distinct (%) | 9.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.9049587 |
| Minimum | 0 |
|---|---|
| Maximum | 15 |
| Zeros | 21 |
| Zeros (%) | 8.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.2 |
| median | 2.5 |
| Q3 | 4.5 |
| 95-th percentile | 9 |
| Maximum | 15 |
| Range | 15 |
| Interquartile range (IQR) | 4.3 |
Descriptive statistics
| Standard deviation | 2.9443765 |
|---|---|
| Coefficient of variation (CV) | 1.0135691 |
| Kurtosis | 1.1534569 |
| Mean | 2.9049587 |
| Median Absolute Deviation (MAD) | 2.3 |
| Skewness | 1.1478455 |
| Sum | 703 |
| Variance | 8.6693529 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=24)
| Value | Count | Frequency (%) |
| 0.1 | 34 | |
| 0 | 21 | 8.7% |
| 1.5 | 16 | 6.6% |
| 5 | 15 | 6.2% |
| 3 | 15 | 6.2% |
| 4 | 14 | 5.8% |
| 0.2 | 14 | 5.8% |
| 1 | 13 | 5.4% |
| 2.5 | 13 | 5.4% |
| 6 | 13 | 5.4% |
| Other values (14) | 74 |
| Value | Count | Frequency (%) |
| 0 | 21 | |
| 0.1 | 34 | |
| 0.2 | 14 | |
| 0.3 | 6 | 2.5% |
| 0.4 | 2 | 0.8% |
| 0.5 | 4 | 1.7% |
| 1 | 13 | 5.4% |
| 1.5 | 16 | |
| 2 | 10 | 4.1% |
| 2.5 | 13 | 5.4% |
| Value | Count | Frequency (%) |
| 15 | 1 | 0.4% |
| 13 | 1 | 0.4% |
| 11 | 3 | 1.2% |
| 10 | 3 | 1.2% |
| 9 | 6 | 2.5% |
| 8 | 6 | 2.5% |
| 7 | 10 | |
| 6 | 13 | |
| 5 | 15 | |
| 4.5 | 9 |
Trans Fat (g)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 18 |
|---|---|
| Distinct (%) | 7.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.3070248 |
| Minimum | 0 |
|---|---|
| Maximum | 9 |
| Zeros | 33 |
| Zeros (%) | 13.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0.1 |
| median | 0.5 |
| Q3 | 2 |
| 95-th percentile | 4.5 |
| Maximum | 9 |
| Range | 9 |
| Interquartile range (IQR) | 1.9 |
Descriptive statistics
| Standard deviation | 1.6402586 |
|---|---|
| Coefficient of variation (CV) | 1.254956 |
| Kurtosis | 2.9263019 |
| Mean | 1.3070248 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | 1.6948251 |
| Sum | 316.3 |
| Variance | 2.6904484 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=18)
| Value | Count | Frequency (%) |
| 0.1 | 36 | |
| 0 | 33 | |
| 0.2 | 22 | |
| 1 | 21 | |
| 2 | 20 | |
| 0.5 | 20 | |
| 1.5 | 16 | 6.6% |
| 0.4 | 12 | 5.0% |
| 3.5 | 11 | 4.5% |
| 2.5 | 10 | 4.1% |
| Other values (8) | 41 |
| Value | Count | Frequency (%) |
| 0 | 33 | |
| 0.1 | 36 | |
| 0.2 | 22 | |
| 0.3 | 10 | 4.1% |
| 0.4 | 12 | 5.0% |
| 0.5 | 20 | |
| 1 | 21 | |
| 1.5 | 16 | |
| 2 | 20 | |
| 2.5 | 10 | 4.1% |
| Value | Count | Frequency (%) |
| 9 | 1 | 0.4% |
| 7 | 2 | 0.8% |
| 6 | 5 | 2.1% |
| 5 | 4 | 1.7% |
| 4.5 | 6 | 2.5% |
| 4 | 3 | 1.2% |
| 3.5 | 11 | |
| 3 | 10 | |
| 2.5 | 10 | |
| 2 | 20 |
Saturated Fat (g)
Categorical
| Distinct | 4 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 14.3 KiB |
| 0.0 | |
|---|---|
| 0.1 | |
| 0.2 | |
| 0.3 | 4 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 726 |
|---|---|
| Distinct characters | 5 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 180 | |
| 0.1 | 37 | 15.3% |
| 0.2 | 21 | 8.7% |
| 0.3 | 4 | 1.7% |
Length
Histogram of lengths of the category
Common Values (Plot)
| Value | Count | Frequency (%) |
| 0.0 | 180 | |
| 0.1 | 37 | 15.3% |
| 0.2 | 21 | 8.7% |
| 0.3 | 4 | 1.7% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 422 | |
| . | 242 | |
| 1 | 37 | 5.1% |
| 2 | 21 | 2.9% |
| 3 | 4 | 0.6% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 484 | |
| Other Punctuation | 242 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 422 | |
| 1 | 37 | 7.6% |
| 2 | 21 | 4.3% |
| 3 | 4 | 0.8% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 242 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 726 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 422 | |
| . | 242 | |
| 1 | 37 | 5.1% |
| 2 | 21 | 2.9% |
| 3 | 4 | 0.6% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 726 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 422 | |
| . | 242 | |
| 1 | 37 | 5.1% |
| 2 | 21 | 2.9% |
| 3 | 4 | 0.6% |
Sodium (mg)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 9 |
|---|---|
| Distinct (%) | 3.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.3636364 |
| Minimum | 0 |
|---|---|
| Maximum | 40 |
| Zeros | 112 |
| Zeros (%) | 46.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 5 |
| Q3 | 10 |
| 95-th percentile | 25 |
| Maximum | 40 |
| Range | 40 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 8.6302565 |
|---|---|
| Coefficient of variation (CV) | 1.3561832 |
| Kurtosis | 2.5107137 |
| Mean | 6.3636364 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.6806599 |
| Sum | 1540 |
| Variance | 74.481328 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=9)
| Value | Count | Frequency (%) |
| 0 | 112 | |
| 5 | 57 | |
| 10 | 28 | 11.6% |
| 15 | 19 | 7.9% |
| 25 | 9 | 3.7% |
| 20 | 8 | 3.3% |
| 35 | 5 | 2.1% |
| 30 | 3 | 1.2% |
| 40 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 112 | |
| 5 | 57 | |
| 10 | 28 | 11.6% |
| 15 | 19 | 7.9% |
| 20 | 8 | 3.3% |
| 25 | 9 | 3.7% |
| 30 | 3 | 1.2% |
| 35 | 5 | 2.1% |
| 40 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 40 | 1 | 0.4% |
| 35 | 5 | 2.1% |
| 30 | 3 | 1.2% |
| 25 | 9 | 3.7% |
| 20 | 8 | 3.3% |
| 15 | 19 | 7.9% |
| 10 | 28 | 11.6% |
| 5 | 57 | |
| 0 | 112 |
Total Carbohydrates (g)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 51 |
|---|---|
| Distinct (%) | 21.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 128.8843 |
| Minimum | 0 |
|---|---|
| Maximum | 340 |
| Zeros | 11 |
| Zeros (%) | 4.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 4.05 |
| Q1 | 70 |
| median | 125 |
| Q3 | 170 |
| 95-th percentile | 290 |
| Maximum | 340 |
| Range | 340 |
| Interquartile range (IQR) | 100 |
Descriptive statistics
| Standard deviation | 82.303223 |
|---|---|
| Coefficient of variation (CV) | 0.63858224 |
| Kurtosis | -0.26034258 |
| Mean | 128.8843 |
| Median Absolute Deviation (MAD) | 55 |
| Skewness | 0.47784293 |
| Sum | 31190 |
| Variance | 6773.8206 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 160 | 16 | 6.6% |
| 125 | 11 | 4.5% |
| 150 | 11 | 4.5% |
| 0 | 11 | 4.5% |
| 140 | 10 | 4.1% |
| 220 | 9 | 3.7% |
| 80 | 9 | 3.7% |
| 120 | 8 | 3.3% |
| 170 | 8 | 3.3% |
| 70 | 8 | 3.3% |
| Other values (41) | 141 |
| Value | Count | Frequency (%) |
| 0 | 11 | |
| 1 | 1 | 0.4% |
| 4 | 1 | 0.4% |
| 5 | 4 | 1.7% |
| 10 | 5 | |
| 15 | 3 | 1.2% |
| 20 | 2 | 0.8% |
| 25 | 3 | 1.2% |
| 30 | 2 | 0.8% |
| 35 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 340 | 2 | 0.8% |
| 330 | 2 | 0.8% |
| 320 | 1 | 0.4% |
| 310 | 1 | 0.4% |
| 300 | 6 | |
| 290 | 4 | |
| 280 | 1 | 0.4% |
| 270 | 2 | 0.8% |
| 260 | 2 | 0.8% |
| 250 | 4 |
Cholesterol (mg)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 75 |
|---|---|
| Distinct (%) | 31.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 35.991736 |
| Minimum | 0 |
|---|---|
| Maximum | 90 |
| Zeros | 8 |
| Zeros (%) | 3.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 3.05 |
| Q1 | 21 |
| median | 34 |
| Q3 | 50.75 |
| 95-th percentile | 72.95 |
| Maximum | 90 |
| Range | 90 |
| Interquartile range (IQR) | 29.75 |
Descriptive statistics
| Standard deviation | 20.795186 |
|---|---|
| Coefficient of variation (CV) | 0.5777767 |
| Kurtosis | -0.3840356 |
| Mean | 35.991736 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 0.38901299 |
| Sum | 8710 |
| Variance | 432.43977 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 31 | 10 | 4.1% |
| 0 | 8 | 3.3% |
| 23 | 8 | 3.3% |
| 53 | 8 | 3.3% |
| 42 | 7 | 2.9% |
| 34 | 7 | 2.9% |
| 16 | 7 | 2.9% |
| 21 | 7 | 2.9% |
| 37 | 7 | 2.9% |
| 70 | 6 | 2.5% |
| Other values (65) | 167 |
| Value | Count | Frequency (%) |
| 0 | 8 | |
| 1 | 2 | 0.8% |
| 2 | 2 | 0.8% |
| 3 | 1 | 0.4% |
| 4 | 2 | 0.8% |
| 6 | 1 | 0.4% |
| 7 | 1 | 0.4% |
| 8 | 2 | 0.8% |
| 9 | 4 | |
| 10 | 3 | 1.2% |
| Value | Count | Frequency (%) |
| 90 | 2 | 0.8% |
| 89 | 1 | 0.4% |
| 88 | 1 | 0.4% |
| 80 | 2 | 0.8% |
| 78 | 4 | |
| 77 | 1 | 0.4% |
| 75 | 1 | 0.4% |
| 73 | 1 | 0.4% |
| 72 | 1 | 0.4% |
| 70 | 6 |
Dietary Fibre (g)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 8 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.80578512 |
| Minimum | 0 |
|---|---|
| Maximum | 8 |
| Zeros | 141 |
| Zeros (%) | 58.3% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 1 |
| 95-th percentile | 3 |
| Maximum | 8 |
| Range | 8 |
| Interquartile range (IQR) | 1 |
Descriptive statistics
| Standard deviation | 1.4459443 |
|---|---|
| Coefficient of variation (CV) | 1.7944539 |
| Kurtosis | 9.3590619 |
| Mean | 0.80578512 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 2.8930215 |
| Sum | 195 |
| Variance | 2.0907548 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=8)
| Value | Count | Frequency (%) |
| 0 | 141 | |
| 1 | 60 | |
| 2 | 25 | 10.3% |
| 7 | 5 | 2.1% |
| 3 | 4 | 1.7% |
| 4 | 3 | 1.2% |
| 6 | 3 | 1.2% |
| 8 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 0 | 141 | |
| 1 | 60 | |
| 2 | 25 | 10.3% |
| 3 | 4 | 1.7% |
| 4 | 3 | 1.2% |
| 6 | 3 | 1.2% |
| 7 | 5 | 2.1% |
| 8 | 1 | 0.4% |
| Value | Count | Frequency (%) |
| 8 | 1 | 0.4% |
| 7 | 5 | 2.1% |
| 6 | 3 | 1.2% |
| 4 | 3 | 1.2% |
| 3 | 4 | 1.7% |
| 2 | 25 | 10.3% |
| 1 | 60 | |
| 0 | 141 |
Sugars (g)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 70 |
|---|---|
| Distinct (%) | 28.9% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.96281 |
| Minimum | 0 |
|---|---|
| Maximum | 84 |
| Zeros | 14 |
| Zeros (%) | 5.8% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 18 |
| median | 32 |
| Q3 | 43.75 |
| 95-th percentile | 71 |
| Maximum | 84 |
| Range | 84 |
| Interquartile range (IQR) | 25.75 |
Descriptive statistics
| Standard deviation | 19.730199 |
|---|---|
| Coefficient of variation (CV) | 0.59855939 |
| Kurtosis | -0.20968454 |
| Mean | 32.96281 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.46815548 |
| Sum | 7977 |
| Variance | 389.28077 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=50)
| Value | Count | Frequency (%) |
| 0 | 14 | 5.8% |
| 32 | 10 | 4.1% |
| 23 | 9 | 3.7% |
| 41 | 8 | 3.3% |
| 33 | 7 | 2.9% |
| 38 | 6 | 2.5% |
| 18 | 6 | 2.5% |
| 17 | 6 | 2.5% |
| 25 | 6 | 2.5% |
| 31 | 6 | 2.5% |
| Other values (60) | 164 |
| Value | Count | Frequency (%) |
| 0 | 14 | |
| 3 | 1 | 0.4% |
| 4 | 2 | 0.8% |
| 5 | 1 | 0.4% |
| 6 | 1 | 0.4% |
| 7 | 3 | 1.2% |
| 8 | 4 | 1.7% |
| 9 | 2 | 0.8% |
| 10 | 2 | 0.8% |
| 11 | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 84 | 2 | |
| 83 | 1 | 0.4% |
| 80 | 1 | 0.4% |
| 77 | 2 | |
| 76 | 2 | |
| 74 | 2 | |
| 73 | 2 | |
| 71 | 2 | |
| 69 | 3 | |
| 68 | 1 | 0.4% |
Protein (g)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 26 |
|---|---|
| Distinct (%) | 10.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.9785124 |
| Minimum | 0 |
|---|---|
| Maximum | 20 |
| Zeros | 11 |
| Zeros (%) | 4.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 3 |
| median | 6 |
| Q3 | 10 |
| 95-th percentile | 16 |
| Maximum | 20 |
| Range | 20 |
| Interquartile range (IQR) | 7 |
Descriptive statistics
| Standard deviation | 4.8716592 |
|---|---|
| Coefficient of variation (CV) | 0.69809422 |
| Kurtosis | -0.22941771 |
| Mean | 6.9785124 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | 0.70746604 |
| Sum | 1688.8 |
| Variance | 23.733063 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=26)
| Value | Count | Frequency (%) |
| 3 | 30 | |
| 6 | 25 | 10.3% |
| 5 | 23 | 9.5% |
| 4 | 22 | 9.1% |
| 7 | 20 | 8.3% |
| 10 | 13 | 5.4% |
| 9 | 13 | 5.4% |
| 0 | 11 | 4.5% |
| 16 | 8 | 3.3% |
| 2 | 8 | 3.3% |
| Other values (16) | 69 |
| Value | Count | Frequency (%) |
| 0 | 11 | 4.5% |
| 0.1 | 3 | 1.2% |
| 0.2 | 1 | 0.4% |
| 0.3 | 2 | 0.8% |
| 0.4 | 3 | 1.2% |
| 0.5 | 1 | 0.4% |
| 1 | 6 | 2.5% |
| 2 | 8 | 3.3% |
| 3 | 30 | |
| 4 | 22 |
| Value | Count | Frequency (%) |
| 20 | 2 | 0.8% |
| 19 | 3 | 1.2% |
| 18 | 2 | 0.8% |
| 17 | 4 | |
| 16 | 8 | |
| 15 | 7 | |
| 14 | 6 | |
| 13 | 7 | |
| 12 | 7 | |
| 11 | 7 |
Vitamin A (% DV)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 11 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.8305785 |
| Minimum | 0 |
|---|---|
| Maximum | 50 |
| Zeros | 27 |
| Zeros (%) | 11.2% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 4 |
| median | 8 |
| Q3 | 15 |
| 95-th percentile | 25 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range (IQR) | 11 |
Descriptive statistics
| Standard deviation | 8.0979619 |
|---|---|
| Coefficient of variation (CV) | 0.82375232 |
| Kurtosis | 6.1269688 |
| Mean | 9.8305785 |
| Median Absolute Deviation (MAD) | 4 |
| Skewness | 1.8558885 |
| Sum | 2379 |
| Variance | 65.576986 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=11)
| Value | Count | Frequency (%) |
| 10 | 43 | |
| 6 | 37 | |
| 4 | 37 | |
| 15 | 36 | |
| 0 | 27 | |
| 8 | 23 | |
| 20 | 18 | |
| 25 | 11 | 4.5% |
| 2 | 5 | 2.1% |
| 50 | 3 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 27 | |
| 2 | 5 | 2.1% |
| 4 | 37 | |
| 6 | 37 | |
| 8 | 23 | |
| 10 | 43 | |
| 15 | 36 | |
| 20 | 18 | |
| 25 | 11 | 4.5% |
| 30 | 2 | 0.8% |
| Value | Count | Frequency (%) |
| 50 | 3 | 1.2% |
| 30 | 2 | 0.8% |
| 25 | 11 | 4.5% |
| 20 | 18 | |
| 15 | 36 | |
| 10 | 43 | |
| 8 | 23 | |
| 6 | 37 | |
| 4 | 37 | |
| 2 | 5 | 2.1% |
Vitamin C (% DV)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 10 |
|---|---|
| Distinct (%) | 4.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.6487603 |
| Minimum | 0 |
|---|---|
| Maximum | 100 |
| Zeros | 188 |
| Zeros (%) | 77.7% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 15 |
| Maximum | 100 |
| Range | 100 |
| Interquartile range (IQR) | 0 |
Descriptive statistics
| Standard deviation | 14.421794 |
|---|---|
| Coefficient of variation (CV) | 3.9525189 |
| Kurtosis | 32.456801 |
| Mean | 3.6487603 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | 5.6332425 |
| Sum | 883 |
| Variance | 207.98815 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) |
| 0 | 188 | |
| 2 | 20 | 8.3% |
| 6 | 7 | 2.9% |
| 15 | 7 | 2.9% |
| 10 | 4 | 1.7% |
| 20 | 4 | 1.7% |
| 4 | 3 | 1.2% |
| 80 | 3 | 1.2% |
| 100 | 3 | 1.2% |
| 8 | 3 | 1.2% |
| Value | Count | Frequency (%) |
| 0 | 188 | |
| 2 | 20 | 8.3% |
| 4 | 3 | 1.2% |
| 6 | 7 | 2.9% |
| 8 | 3 | 1.2% |
| 10 | 4 | 1.7% |
| 15 | 7 | 2.9% |
| 20 | 4 | 1.7% |
| 80 | 3 | 1.2% |
| 100 | 3 | 1.2% |
| Value | Count | Frequency (%) |
| 100 | 3 | 1.2% |
| 80 | 3 | 1.2% |
| 20 | 4 | 1.7% |
| 15 | 7 | 2.9% |
| 10 | 4 | 1.7% |
| 8 | 3 | 1.2% |
| 6 | 7 | 2.9% |
| 4 | 3 | 1.2% |
| 2 | 20 | 8.3% |
| 0 | 188 |
Calcium (% DV)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 14 |
|---|---|
| Distinct (%) | 5.8% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 20.756198 |
| Minimum | 0 |
|---|---|
| Maximum | 60 |
| Zeros | 23 |
| Zeros (%) | 9.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 10 |
| median | 20 |
| Q3 | 30 |
| 95-th percentile | 50 |
| Maximum | 60 |
| Range | 60 |
| Interquartile range (IQR) | 20 |
Descriptive statistics
| Standard deviation | 14.542343 |
|---|---|
| Coefficient of variation (CV) | 0.70062651 |
| Kurtosis | -0.16619751 |
| Mean | 20.756198 |
| Median Absolute Deviation (MAD) | 10 |
| Skewness | 0.66258986 |
| Sum | 5023 |
| Variance | 211.47973 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=14)
| Value | Count | Frequency (%) |
| 10 | 51 | |
| 20 | 35 | |
| 15 | 24 | |
| 0 | 23 | |
| 30 | 21 | |
| 25 | 21 | |
| 35 | 17 | 7.0% |
| 45 | 11 | 4.5% |
| 40 | 9 | 3.7% |
| 50 | 9 | 3.7% |
| Other values (4) | 21 |
| Value | Count | Frequency (%) |
| 0 | 23 | |
| 2 | 4 | 1.7% |
| 6 | 3 | 1.2% |
| 8 | 9 | 3.7% |
| 10 | 51 | |
| 15 | 24 | |
| 20 | 35 | |
| 25 | 21 | |
| 30 | 21 | |
| 35 | 17 | 7.0% |
| Value | Count | Frequency (%) |
| 60 | 5 | 2.1% |
| 50 | 9 | 3.7% |
| 45 | 11 | 4.5% |
| 40 | 9 | 3.7% |
| 35 | 17 | 7.0% |
| 30 | 21 | |
| 25 | 21 | |
| 20 | 35 | |
| 15 | 24 | |
| 10 | 51 |
Iron (% DV)
Real number (ℝ)
HIGH CORRELATION ZEROS
| Distinct | 13 |
|---|---|
| Distinct (%) | 5.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.446281 |
| Minimum | 0 |
|---|---|
| Maximum | 50 |
| Zeros | 108 |
| Zeros (%) | 44.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 0 |
| median | 2 |
| Q3 | 10 |
| 95-th percentile | 30 |
| Maximum | 50 |
| Range | 50 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 10.486467 |
|---|---|
| Coefficient of variation (CV) | 1.4082824 |
| Kurtosis | 2.4600691 |
| Mean | 7.446281 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | 1.6730341 |
| Sum | 1802 |
| Variance | 109.96598 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=13)
| Value | Count | Frequency (%) |
| 0 | 108 | |
| 2 | 20 | 8.3% |
| 10 | 18 | 7.4% |
| 8 | 16 | 6.6% |
| 20 | 16 | 6.6% |
| 6 | 15 | 6.2% |
| 15 | 12 | 5.0% |
| 4 | 11 | 4.5% |
| 25 | 9 | 3.7% |
| 30 | 9 | 3.7% |
| Other values (3) | 8 | 3.3% |
| Value | Count | Frequency (%) |
| 0 | 108 | |
| 2 | 20 | 8.3% |
| 4 | 11 | 4.5% |
| 6 | 15 | 6.2% |
| 8 | 16 | 6.6% |
| 10 | 18 | 7.4% |
| 15 | 12 | 5.0% |
| 20 | 16 | 6.6% |
| 25 | 9 | 3.7% |
| 30 | 9 | 3.7% |
| Value | Count | Frequency (%) |
| 50 | 2 | 0.8% |
| 40 | 3 | 1.2% |
| 35 | 3 | 1.2% |
| 30 | 9 | |
| 25 | 9 | |
| 20 | 16 | |
| 15 | 12 | |
| 10 | 18 | |
| 8 | 16 | |
| 6 | 15 |
Caffeine (mg)
Real number (ℝ)
| Distinct | 35 |
|---|---|
| Distinct (%) | 14.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 89.520548 |
| Minimum | 0 |
|---|---|
| Maximum | 410 |
| Zeros | 35 |
| Zeros (%) | 14.5% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 2.0 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 0 |
| Q1 | 70 |
| median | 89.520548 |
| Q3 | 130 |
| 95-th percentile | 174.75 |
| Maximum | 410 |
| Range | 410 |
| Interquartile range (IQR) | 60 |
Descriptive statistics
| Standard deviation | 61.560774 |
|---|---|
| Coefficient of variation (CV) | 0.68767199 |
| Kurtosis | 3.2746549 |
| Mean | 89.520548 |
| Median Absolute Deviation (MAD) | 37.5 |
| Skewness | 0.92235124 |
| Sum | 21663.973 |
| Variance | 3789.7289 |
| Monotonicity | Not monotonic |
Histogram with fixed size bins (bins=35)
| Value | Count | Frequency (%) |
| 75 | 37 | |
| 0 | 35 | |
| 150 | 34 | |
| 89.52054795 | 23 | 9.5% |
| 70 | 14 | 5.8% |
| 95 | 11 | 4.5% |
| 110 | 9 | 3.7% |
| 130 | 7 | 2.9% |
| 120 | 6 | 2.5% |
| 25 | 6 | 2.5% |
| Other values (25) | 60 |
| Value | Count | Frequency (%) |
| 0 | 35 | |
| 10 | 3 | 1.2% |
| 15 | 3 | 1.2% |
| 20 | 3 | 1.2% |
| 25 | 6 | 2.5% |
| 30 | 3 | 1.2% |
| 50 | 3 | 1.2% |
| 55 | 3 | 1.2% |
| 65 | 1 | 0.4% |
| 70 | 14 | 5.8% |
| Value | Count | Frequency (%) |
| 410 | 1 | 0.4% |
| 330 | 1 | 0.4% |
| 300 | 1 | 0.4% |
| 260 | 1 | 0.4% |
| 235 | 1 | 0.4% |
| 225 | 1 | 0.4% |
| 180 | 3 | |
| 175 | 4 | |
| 170 | 3 | |
| 165 | 2 |
| Calories | Total Fat (g) | Trans Fat (g) | Sodium (mg) | Total Carbohydrates (g) | Cholesterol (mg) | Dietary Fibre (g) | Sugars (g) | Protein (g) | Vitamin A (% DV) | Vitamin C (% DV) | Calcium (% DV) | Iron (% DV) | Caffeine (mg) | Beverage_category | Beverage | Beverage_prep | Saturated Fat (g) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Calories | 1.000 | 0.586 | 0.600 | 0.344 | 0.783 | 0.945 | 0.451 | 0.910 | 0.544 | 0.418 | 0.451 | 0.458 | 0.463 | 0.055 | 0.294 | 0.347 | 0.230 | 0.222 |
| Total Fat (g) | 0.586 | 1.000 | 0.929 | 0.437 | 0.474 | 0.354 | 0.496 | 0.304 | 0.603 | 0.484 | 0.272 | 0.626 | 0.524 | 0.106 | 0.065 | 0.000 | 0.169 | 0.494 |
| Trans Fat (g) | 0.600 | 0.929 | 1.000 | 0.604 | 0.531 | 0.408 | 0.414 | 0.367 | 0.586 | 0.485 | 0.255 | 0.545 | 0.420 | 0.091 | 0.086 | 0.000 | 0.157 | 0.539 |
| Sodium (mg) | 0.344 | 0.437 | 0.604 | 1.000 | 0.320 | 0.217 | -0.141 | 0.214 | 0.531 | 0.577 | 0.267 | 0.441 | -0.177 | 0.042 | 0.096 | 0.000 | 0.382 | 0.819 |
| Total Carbohydrates (g) | 0.783 | 0.474 | 0.531 | 0.320 | 1.000 | 0.744 | 0.287 | 0.742 | 0.444 | 0.394 | 0.257 | 0.415 | 0.343 | 0.136 | 0.355 | 0.408 | 0.328 | 0.247 |
| Cholesterol (mg) | 0.945 | 0.354 | 0.408 | 0.217 | 0.744 | 1.000 | 0.378 | 0.983 | 0.338 | 0.227 | 0.395 | 0.231 | 0.405 | -0.024 | 0.297 | 0.408 | 0.173 | 0.000 |
| Dietary Fibre (g) | 0.451 | 0.496 | 0.414 | -0.141 | 0.287 | 0.378 | 1.000 | 0.263 | 0.436 | 0.194 | 0.232 | 0.289 | 0.869 | -0.050 | 0.361 | 0.558 | 0.130 | 0.000 |
| Sugars (g) | 0.910 | 0.304 | 0.367 | 0.214 | 0.742 | 0.983 | 0.263 | 1.000 | 0.251 | 0.188 | 0.352 | 0.197 | 0.321 | -0.020 | 0.304 | 0.337 | 0.187 | 0.076 |
| Protein (g) | 0.544 | 0.603 | 0.586 | 0.531 | 0.444 | 0.338 | 0.436 | 0.251 | 1.000 | 0.898 | 0.406 | 0.886 | 0.349 | 0.114 | 0.372 | 0.434 | 0.279 | 0.360 |
| Vitamin A (% DV) | 0.418 | 0.484 | 0.485 | 0.577 | 0.394 | 0.227 | 0.194 | 0.188 | 0.898 | 1.000 | 0.264 | 0.903 | 0.171 | 0.119 | 0.321 | 0.446 | 0.297 | 0.428 |
| Vitamin C (% DV) | 0.451 | 0.272 | 0.255 | 0.267 | 0.257 | 0.395 | 0.232 | 0.352 | 0.406 | 0.264 | 1.000 | 0.248 | 0.124 | -0.169 | 0.489 | 0.872 | 0.000 | 0.000 |
| Calcium (% DV) | 0.458 | 0.626 | 0.545 | 0.441 | 0.415 | 0.231 | 0.289 | 0.197 | 0.886 | 0.903 | 0.248 | 1.000 | 0.298 | 0.169 | 0.316 | 0.400 | 0.312 | 0.347 |
| Iron (% DV) | 0.463 | 0.524 | 0.420 | -0.177 | 0.343 | 0.405 | 0.869 | 0.321 | 0.349 | 0.171 | 0.124 | 0.298 | 1.000 | -0.026 | 0.062 | 0.216 | 0.179 | 0.077 |
| Caffeine (mg) | 0.055 | 0.106 | 0.091 | 0.042 | 0.136 | -0.024 | -0.050 | -0.020 | 0.114 | 0.119 | -0.169 | 0.169 | -0.026 | 1.000 | 0.412 | 0.471 | 0.254 | 0.000 |
| Beverage_category | 0.294 | 0.065 | 0.086 | 0.096 | 0.355 | 0.297 | 0.361 | 0.304 | 0.372 | 0.321 | 0.489 | 0.316 | 0.062 | 0.412 | 1.000 | 0.930 | 0.249 | 0.000 |
| Beverage | 0.347 | 0.000 | 0.000 | 0.000 | 0.408 | 0.408 | 0.558 | 0.337 | 0.434 | 0.446 | 0.872 | 0.400 | 0.216 | 0.471 | 0.930 | 1.000 | 0.301 | 0.000 |
| Beverage_prep | 0.230 | 0.169 | 0.157 | 0.382 | 0.328 | 0.173 | 0.130 | 0.187 | 0.279 | 0.297 | 0.000 | 0.312 | 0.179 | 0.254 | 0.249 | 0.301 | 1.000 | 0.533 |
| Saturated Fat (g) | 0.222 | 0.494 | 0.539 | 0.819 | 0.247 | 0.000 | 0.000 | 0.076 | 0.360 | 0.428 | 0.000 | 0.347 | 0.077 | 0.000 | 0.000 | 0.000 | 0.533 | 1.000 |
A simple visualization of nullity by column.
Nullity matrix is a data-dense display which lets you quickly visually pick out patterns in data completion.
| Beverage_category | Beverage | Beverage_prep | Calories | Total Fat (g) | Trans Fat (g) | Saturated Fat (g) | Sodium (mg) | Total Carbohydrates (g) | Cholesterol (mg) | Dietary Fibre (g) | Sugars (g) | Protein (g) | Vitamin A (% DV) | Vitamin C (% DV) | Calcium (% DV) | Iron (% DV) | Caffeine (mg) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Coffee | Brewed Coffee | Short | 3.0 | 0.1 | 0.0 | 0.0 | 0.0 | 5.0 | 0.0 | 0.0 | 0.0 | 0.3 | 0.0 | 0.0 | 0.0 | 0.0 | 175.0 |
| 1 | Coffee | Brewed Coffee | Tall | 4.0 | 0.1 | 0.0 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 0.5 | 0.0 | 0.0 | 0.0 | 0.0 | 260.0 |
| 2 | Coffee | Brewed Coffee | Grande | 5.0 | 0.1 | 0.0 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 330.0 |
| 3 | Coffee | Brewed Coffee | Venti | 5.0 | 0.1 | 0.0 | 0.0 | 0.0 | 10.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 2.0 | 0.0 | 410.0 |
| 4 | Classic Espresso Drinks | Caffè Latte | Short Nonfat Milk | 70.0 | 0.1 | 0.1 | 0.0 | 5.0 | 75.0 | 10.0 | 0.0 | 9.0 | 6.0 | 10.0 | 0.0 | 20.0 | 0.0 | 75.0 |
| 5 | Classic Espresso Drinks | Caffè Latte | 2 Milk | 100.0 | 3.5 | 2.0 | 0.1 | 15.0 | 85.0 | 10.0 | 0.0 | 9.0 | 6.0 | 10.0 | 0.0 | 20.0 | 0.0 | 75.0 |
| 6 | Classic Espresso Drinks | Caffè Latte | Soymilk | 70.0 | 2.5 | 0.4 | 0.0 | 0.0 | 65.0 | 6.0 | 1.0 | 4.0 | 5.0 | 6.0 | 0.0 | 20.0 | 8.0 | 75.0 |
| 7 | Classic Espresso Drinks | Caffè Latte | Tall Nonfat Milk | 100.0 | 0.2 | 0.2 | 0.0 | 5.0 | 120.0 | 15.0 | 0.0 | 14.0 | 10.0 | 15.0 | 0.0 | 30.0 | 0.0 | 75.0 |
| 8 | Classic Espresso Drinks | Caffè Latte | 2 Milk | 150.0 | 6.0 | 3.0 | 0.2 | 25.0 | 135.0 | 15.0 | 0.0 | 14.0 | 10.0 | 15.0 | 0.0 | 30.0 | 0.0 | 75.0 |
| 9 | Classic Espresso Drinks | Caffè Latte | Soymilk | 110.0 | 4.5 | 0.5 | 0.0 | 0.0 | 105.0 | 10.0 | 1.0 | 6.0 | 8.0 | 10.0 | 0.0 | 30.0 | 15.0 | 75.0 |
| Beverage_category | Beverage | Beverage_prep | Calories | Total Fat (g) | Trans Fat (g) | Saturated Fat (g) | Sodium (mg) | Total Carbohydrates (g) | Cholesterol (mg) | Dietary Fibre (g) | Sugars (g) | Protein (g) | Vitamin A (% DV) | Vitamin C (% DV) | Calcium (% DV) | Iron (% DV) | Caffeine (mg) | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 232 | Frappuccino® Blended Crème | Strawberries & Crème (Without Whipped Cream) | Grande Nonfat Milk | 230.0 | 0.2 | 0.1 | 0.0 | 0.0 | 190.0 | 53.0 | 0.0 | 52.0 | 4.0 | 8.0 | 6.0 | 15.0 | 4.0 | 0.0 |
| 233 | Frappuccino® Blended Crème | Strawberries & Crème (Without Whipped Cream) | Whole Milk | 260.0 | 4.0 | 2.0 | 0.1 | 10.0 | 190.0 | 53.0 | 0.0 | 52.0 | 4.0 | 6.0 | 6.0 | 15.0 | 4.0 | 0.0 |
| 234 | Frappuccino® Blended Crème | Strawberries & Crème (Without Whipped Cream) | Soymilk | 240.0 | 2.0 | 0.2 | 0.0 | 0.0 | 180.0 | 51.0 | 1.0 | 49.0 | 3.0 | 4.0 | 6.0 | 15.0 | 8.0 | 0.0 |
| 235 | Frappuccino® Blended Crème | Strawberries & Crème (Without Whipped Cream) | Venti Nonfat Milk | 310.0 | 0.2 | 0.1 | 0.0 | 5.0 | 260.0 | 70.0 | 0.0 | 69.0 | 6.0 | 10.0 | 8.0 | 20.0 | 4.0 | 0.0 |
| 236 | Frappuccino® Blended Crème | Strawberries & Crème (Without Whipped Cream) | Whole Milk | 350.0 | 6.0 | 3.0 | 0.2 | 15.0 | 260.0 | 70.0 | 0.0 | 68.0 | 6.0 | 8.0 | 8.0 | 20.0 | 4.0 | 0.0 |
| 237 | Frappuccino® Blended Crème | Strawberries & Crème (Without Whipped Cream) | Soymilk | 320.0 | 3.2 | 0.4 | 0.0 | 0.0 | 250.0 | 67.0 | 1.0 | 64.0 | 5.0 | 6.0 | 8.0 | 20.0 | 10.0 | 0.0 |
| 238 | Frappuccino® Blended Crème | Vanilla Bean (Without Whipped Cream) | Tall Nonfat Milk | 170.0 | 0.1 | 0.1 | 0.0 | 0.0 | 160.0 | 39.0 | 0.0 | 38.0 | 4.0 | 6.0 | 0.0 | 10.0 | 0.0 | 0.0 |
| 239 | Frappuccino® Blended Crème | Vanilla Bean (Without Whipped Cream) | Whole Milk | 200.0 | 3.5 | 2.0 | 0.1 | 10.0 | 160.0 | 39.0 | 0.0 | 38.0 | 3.0 | 6.0 | 0.0 | 10.0 | 0.0 | 0.0 |
| 240 | Frappuccino® Blended Crème | Vanilla Bean (Without Whipped Cream) | Soymilk | 180.0 | 1.5 | 0.2 | 0.0 | 0.0 | 160.0 | 37.0 | 1.0 | 35.0 | 3.0 | 4.0 | 0.0 | 10.0 | 6.0 | 0.0 |
| 241 | Frappuccino® Blended Crème | Vanilla Bean (Without Whipped Cream) | Grande Nonfat Milk | 240.0 | 0.1 | 0.1 | 0.0 | 5.0 | 230.0 | 56.0 | 0.0 | 55.0 | 5.0 | 8.0 | 0.0 | 15.0 | 0.0 | 0.0 |